Evidence map›Paper›PMID 41803064›Full record

ArticleBioinformatics (Oxford, England)2026

HXMS: a standardized file format for HX-MS data.

Kyle C Weber, Chenlin Lu, Roberto Vera Alvarez, Bruce D Pascal, Anum Glasgow

Abstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Kyle C WeberDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, United States.
Chenlin LuDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, United States.
Roberto Vera AlvarezOmics Informatics LLC, Honolulu, HI 96813, United States.
Bruce D PascalOmics Informatics LLC, Honolulu, HI 96813, United States.
Anum GlasgowDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, United States.ORCID 0000-0002-0938-881X

Funding

Mechanism-informed design of allosteric protein sensorsR35GM157185 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Anum Azam Glasgow · 2025 to 2026
$608k
National Science Foundation Graduate Research FellowshipNIGMS NIH HHS R35 GM157185NIH HHS R35GM157185
6 · The paper itself

Abstract

motivationHydrogen/deuterium exchange-mass spectrometry (HX-MS) is a rapidly expanding technique used to investigate protein conformational ensembles. The growing popularity and utility of HX-MS has driven the development of diverse instrumentation and software, resulting in inconsistent, non-standardized data analysis and representation. Most HX-MS data formats also employ only mean deuteration representations of the data rather than full isotopic mass spectra, which reduces the information content of the data and limits downstream quantitative analysis.

resultsInspired by reliable protein structure and genomics data formats, we present HXMS, a unified, lightweight, scalable, and human-readable file format for HX-MS data. The HXMS format preserves the isotopic mass envelopes for all peptides, captures the full experimental time-course including fully deuterated control samples, and contains all other key information. It supports multimodal distributions, post-translational modifications (PTMs), and experimental replicates. To promote compatibility with existing HX-MS workflows, we also developed PFLink, a Python package that converts exported data files from commonly used HX-MS software to the HXMS format. PFLink and the HXMS format will enable quantitative, higher-resolution data processing, improved data sharing and storage among HX-MS practitioners, future machine learning applications, and further developments in HX-MS analysis. AVAILABILITY AND IMPLEMENTATION: PFLink is publicly available to install locally on HuggingFace, alongside documentation, or use online at HuggingFace (https://huggingface.co/spaces/glasgow-lab/PFlink). The supplementary information includes sample input files, sample HXMS files, and a generic unfilled PFlink custom CSV file that users may populate with key experimental conditions and results, which can then be read and converted into the HXMS format.

Indexed as

Hydrogen Deuterium Exchange-Mass SpectrometryMass SpectrometryProteinsSoftwareHumansProtein Processing, Post-TranslationalProteins

Identifiers

PMID41803064
PMCPMC13075950

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.